Deep Learning

Many-to-Many Splatting for Efficient Video Frame Interpolation CVPR 2022 Mask-Guided Spectral-Wise Transformer for Efficient Hyperspectral Image Reconstruction CVPR 2022 Massive-scale Decoding for Text Generation using Lattices NAACL 2022 Mitigating Toxic Degeneration with Empathetic Data: Exploring the Relationship Between Toxicity and Empathy NAACL 2022 Modality Competition: What Makes Joint Training of Multi-modal Network Fail in Deep Learning? (Provably) ICML 2022 Motion-Adjustable Neural Implicit Video Representation CVPR 2022 Multi-class AUC Optimization for Robust Small-footprint Keyword Spotting with Limited Training Data Interspeech 2022 Multi-Level Firing with Spiking DS-ResNet: Enabling Better and Deeper Directly-Trained Spiking Neural Networks IJCAI 2022 Multi-Source Uncertainty Mining for Deep Unsupervised Saliency Detection CVPR 2022 Multi-Type Outer Product-Based Fusion of Respiratory Sounds for Detecting COVID-19 Interspeech 2022 NAIST-NICT-TIT WMT22 General MT Task Submission EMNLP 2022 NASTAR: Noise Adaptive Speech Enhancement with Target-Conditional Resampling Interspeech 2022 Near-Exact Recovery for Tomographic Inverse Problems via Deep Learning ICML 2022 Neighbors Are Not Strangers: Improving Non-Autoregressive Translation under Low-Frequency Lexical Constraints NAACL 2022 Neural Compression-Based Feature Learning for Video Restoration CVPR 2022 Neural Network-augmented Kalman Filtering for Robust Online Speech Dereverberation in Noisy Reverberant Environments Interspeech 2022 Neural Piecewise-Constant Delay Differential Equations AAAI 2022 Neural Prior for Trajectory Estimation CVPR 2022 NightLab: A Dual-Level Architecture With Hardness Detection for Segmentation at Night CVPR 2022 NoiseGrad — Enhancing Explanations by Introducing Stochasticity to Model Weights AAAI 2022 Non-autoregressive Error Correction for CTC-based ASR with Phone-conditioned Masked LM Interspeech 2022 Non-Autoregressive Neural Machine Translation: A Call for Clarity EMNLP 2022 Non-autoregressive Translation with Layer-Wise Prediction and Deep Supervision AAAI 2022 No Parameters Left Behind: Sensitivity Guided Adaptive Learning Rate for Training Large Transformer Models ICLR 2022 Old can be Gold: Better Gradient Flow can Make Vanilla-GCNs Great Again NeurIPS 2022